What Is an Offtake Agreement? How Contracted Demand Gets AI Data Centers Financed
Summary
- The definition: In an offtake agreement, a buyer commits to purchase all or part of a project's output, usually long-term at pre-agreed or formula pricing.
- The lender's view: Lenders finance against it because contracted revenue from a creditworthy buyer repays the debt.
- The GPU version: For financing through USD.AI, the customer's credit and the offtake contract's terms carry most of the review, because contracted revenue repays the loan.
Introduction
A project that sells power, fuel or compute needs capital before it earns revenue. Its lenders need evidence the output will sell at a price that covers the debt. An offtake agreement closes that gap with a buyer's written commitment before the project is built.
Power developers have long financed projects this way, and AI data centers and GPU deployments are now financed on the same logic. We review the offtake contract on every GPU deal that comes to USD.AI. This article covers the definition, terms, lender logic and examples, then what makes an offtake bankable and where it falls short.
What an Offtake Agreement Is and How It's Structured
An offtake agreement is a contract in which a buyer commits to purchase all or a specified portion of a project's output. It typically runs long term at a predetermined or formula-based price. The buyer is called the offtaker, because it takes the output off the producer's hands.
Law firm Bracewell gives this definition for power projects and notes that the industry uses the term loosely. A power purchase agreement (PPA) is one type of offtake agreement, and the same structure appears in fuel, carbon removal and compute. For GPU financing through USD.AI, the offtake contract is the agreement under which a customer buys the operator's compute.
| Term | What it sets |
|---|---|
| Parties and output | The project company, the offtaker and what is sold |
| Quantity or capacity | All output, a fixed volume or reserved capacity |
| Price | A fixed price or a pricing formula |
| Tenor | The contract length |
| Delivery and performance | Delivery timing and standards, such as uptime |
| Payment terms | A fixed commitment, such as take-or-pay, or usage-based payments |
| Credit support | Guarantees, prepayments or letters of credit |
| Termination rights | When either party can exit, and what it owes |
| Assignment to lenders | Whether the contract and revenue can be pledged to lenders |
Bracewell puts power-project tenors at about 5 to 25 years, depending on asset and market. The fuel and compute contracts below run about four to six years.
Why Lenders Finance Against an Offtake Agreement
In project finance, lenders size and price the debt against the offtake agreement. Law firm O'Melveny explains that non-recourse lenders forgo recourse to the developer only if the offtake secures cash flows that can repay the debt. Contracted revenue from a creditworthy buyer makes that cash flow predictable.
ACORE reports that only 6% of new US renewable capacity built in 2023 had no offtake agreement in place. ACORE also notes that US clean energy projects don't typically secure tax equity until a PPA with a creditworthy offtaker is signed. Bracewell says merchant financing, with no contracted buyer, remains possible but far less common.
GPU infrastructure now follows the same principle. CoreWeave's annual report for 2025 says the company primarily finances its infrastructure through asset-level debt supported by take-or-pay customer contracts. In March 2026, CoreWeave closed an $8.5 billion facility rated A3 by Moody's and A (low) by DBRS. CoreWeave called it the first investment-grade rated financing secured by HPC infrastructure and a customer contract.
Lambda closed a $926 million Term Loan B in August 2026, rated Baa2 by Moody's, backing a committed customer deployment with an investment-grade offtaker. Lambda says the loan fully amortizes in line with the contracted cash flows. In our view, the same logic now prices middle-market GPU loans, and the contract shapes the loan more than the hardware list does.
Offtake Agreement Examples Across Industries
Across industries, offtake agreements share a committed buyer, a defined volume and a multi-year term. Values are as each named company reported them.
| Industry | Parties | Term | Reported value or volume | Date |
|---|---|---|---|---|
| Aviation fuel | Trafigura and Syzygy's Uruguay project | Binding, six years | Entire production; first deliveries targeted 2028 | January 2026 |
| Carbon removal | Frontier for its buyers | Pay-on-delivery, multi-year; may run to 2040 | Commitment to buy $1.8B of permanent carbon removal by 2040 | Undated page |
| Compute | OpenAI and CoreWeave | Through October 2030, per CoreWeave's 10-K | Up to $11.9B | March 2025 |
| Compute | Microsoft and IREN | Five years | Approximately $9.7B, including a 20% prepayment | November 2025 |
| Compute | Meta and Nebius | Five years | Approximately $3B | November 2025 |
| Compute | Meta and Nebius, a second agreement | Five years | Up to approximately $27B ($12B dedicated plus up to $15B), delivery from early 2027 | March 2026 |
| Compute, middle market | NexGen Cloud and an AI inference platform | Four-year facility | 216 NVIDIA HGX B300 servers, 1,728 GPUs, Tier III site in Finland | October 2026 |
The last row shows the structure working below hyperscale. On October 29, 2026, USD.AI announced the $106 million facility for NexGen Cloud, a four-year financing for this deployment. The capacity is fully contracted under a take-or-pay agreement with a leading AI inference platform, and the loan amortizes over the same term.
The compute companies above call their deals GPU cloud services contracts, AI infrastructure agreements or committed contracts. Calling them offtake agreements is our framing.
What Makes an Offtake Agreement Bankable
A bankable offtake agreement gives stable revenue over the debt's life from a creditworthy buyer, with no terms blocking lenders' remedies. Those are Bracewell's core lender requirements for power, and they carry over to compute. In GPU financing through USD.AI, the customer's credit and the offtake contract's terms carry most of the review, because contracted revenue repays the loan.
- Buyer credit: USD.AI reviews the offtaker's financials, backers, cash runway and leverage, because the offtaker's payments service the loan.
- No outs: The review looks for exits and termination protection, since a contract the buyer can exit cheaply supports less debt.
- Tenor matched to the loan: Our Compute Middle Market analysis found 3–4 year take-or-pay contracts from inference providers and non-US hyperscalers, generally matching loan tenor.
- Fixed payment commitment: In the Compute IQ sample deal, a fixed monthly payment commitment such as take-or-pay adds to the contract score. Usage-based or on-demand revenue is priced to reflect its shorter commitment.
- Assignment to the SPV: The contract and revenue accounts sit in a special-purpose vehicle (SPV), and the offtaker pays into a controlled revenue account. Our guide to how GPU-backed loans work explains the lenders' first-priority claim on the GPUs, contracts and revenue.
Compute IQ scores every deal on one 100-point scale across three inputs: the operator, the customer and the contract. The score sets the loan's size, pricing tier and structure, and stronger customer credit and contract terms mean a lower pricing tier.
The Compute IQ page shows an illustrative sample deal: 256 B200 GPUs on a 36-month contract, with a contract score of +36. A term matching the loan's full term adds +14, fixed monthly payments +12 and coverage +10. On-demand revenue doesn't disqualify a deal.
If you buy compute, the terms you sign shape your provider's financing. Longer committed terms and fixed payments mean a lower pricing tier, which feeds into your price. For operators, a first deployment can qualify when the customer and contract are strong, and USD.AI's financing for neoclouds is built around that contract.
Where an Offtake Agreement Falls Short
An offtake agreement is only as strong as the buyer behind it and the terms around it. Bracewell notes that offtake terms are heavily negotiated, with performance assurance, termination payments and force majeure among the central issues.
- Counterparty risk and concentration: CoreWeave's annual report says Microsoft accounted for about 67% of its 2025 revenue. It adds that its procedures cannot fully eliminate customer credit risk.
- Operator delivery risk: The buyer's obligation depends on the operator delivering available capacity at the agreed standard.
- Tenor mismatch: If the loan outlives the contract, repayment depends on renewal or resale. USD.AI's GPU financing page lists 3–5 year terms with straight-line monthly amortization, and the 3–4 year middle-market contracts we see generally match loan tenor.
- No guarantee of financing: In Trafigura's announcement, Syzygy said after signing that it was ready to secure financing.
Our guide to how GPU-backed loans work explains that, in financing through USD.AI, an SPV holds the GPUs and contracts. The same guide shows capital held in escrow until servers are installed, burned in and verified, with property and casualty insurance once escrow is released. A three-month debt-service reserve is funded at closing, as our guide to the GPU financing process sets out.
Conclusion
An offtake agreement turns future demand into financeable revenue, across power, fuel, carbon removal and compute. Its terms decide how much debt it supports: buyer credit, matched tenor, fixed payments, no outs and assignment to lenders. Weaker terms support less debt, or debt at a higher price.
Financing through USD.AI is underwritten on contracted cash flow, and the offtake contract sits at the center of every Compute IQ score. Financing starts from about $5 million for deployments in Tier III or Tier IV data centers, as that process guide sets out. Bring your signed offtake contract or documented on-demand revenue to the first conversation.
FAQ
These answers cover the term's meaning, PPAs and lender requirements. The last two cover GPU deployments and examples.
What does offtake mean in business?
Offtake means buying a producer's output under a committed contract, usually agreed before production starts. The buyer is the offtaker.
What is the difference between an offtake agreement and a PPA?
A power purchase agreement is the offtake agreement used for electricity. "Offtake agreement" is the broader term, covering any output, from fuel and minerals to carbon removal and compute.
Why do lenders require an offtake agreement before financing a project?
Non-recourse lenders are repaid from the project's cash flow, so they need contracted revenue from a creditworthy buyer. According to Bracewell, projects without an offtake are financed far less often.
Can a GPU deployment be financed without an offtake contract?
Yes. Financing through USD.AI accepts documented on-demand revenue in place of an offtake contract, and Compute IQ prices it to reflect the shorter commitment.
What is an example of an offtake agreement?
Trafigura's binding six-year agreement, announced in January 2026, to buy the entire output of Syzygy's sustainable aviation fuel project in Uruguay is one example. In compute, NexGen Cloud's 1,728 GPUs in Finland, financed through USD.AI in October 2026, are fully contracted under a take-or-pay agreement.
